2 papers
cs.CE2024
Feasibility of Privacy-Preserving Entity Resolution on Confidential Healthcare Datasets Using Homomorphic Encryption
Yixiang Yao, Joseph Cecil, Praveen Angyan +2
Patient datasets contain confidential information which is protected by laws and regulations such as HIPAA and GDPR. Ensuring comprehensive patient information necessitates privacy…
cs.CL2024
Privacy-Preserving Language Model Inference with Instance Obfuscation
Yixiang Yao, Fei Wang, Srivatsan Ravi +1
Language Models as a Service (LMaaS) offers convenient access for developers and researchers to perform inference using pre-trained language models. Nonetheless, the input data and…